NiallJeffrey / DeepMassLinks
Cosmological map inference with deep learning
☆14Updated 3 years ago
Alternatives and similar repositories for DeepMass
Users that are interested in DeepMass are comparing it to the libraries listed below
Sorting:
- Benchmarking field-level cosmological inference from galaxy surveys.☆10Updated last month
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆18Updated 10 months ago
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆13Updated last year
- RealSim is the statistical observational realism suite described in Bottrell et al 2017ab and made public in Bottrell et al 2019b.☆11Updated 3 years ago
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆16Updated last year
- A TensorFlow reimplementation of GalSim☆10Updated 3 years ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆24Updated 4 months ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆27Updated 7 months ago
- ☆18Updated this week
- Astronomical source modeling in jax☆19Updated this week
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 2 years ago
- A 1% accurate model of the matter power spectrum and cluster counts covariance, accurate to k = 1 h/Mpc.☆10Updated 4 years ago
- Coverage tests to check the quality of your posterior estimators.☆31Updated 10 months ago
- A photometric redshift monstrosity☆16Updated 6 years ago
- Synthetic galaxy cluster images and catalogs for optical sky surveys☆15Updated last year
- Code for moving DM in Nbody sims and painting baryons to Nbody☆13Updated last month
- a lightweight Python binding of the CLASS CMB Boltzmann code☆11Updated 11 months ago
- Configuration Space Covariances for Projected Galaxy 2-Point Statistics☆14Updated 3 weeks ago
- JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.☆29Updated 3 weeks ago
- Repository for Angus H Wright's AstroStatistics Lecture Materials☆13Updated 3 years ago
- Library for meta-detection, combining detection and metacalibration☆12Updated last month
- ☆12Updated this week
- Robust ML in Astro☆58Updated this week
- JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.☆18Updated last week
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated last month
- Accelerated Reionization Era Simulations☆15Updated last week
- A cosmological tool for emulation of various basic statistics of dark matter haloes based on Dark Quest project (https://darkquestcosmolo…☆23Updated last year
- A JAX package for weak gravitational lensing☆33Updated last year
- JAX-based linear Einstein-Boltzmann solver for cosmology☆18Updated last month
- Shape Measurement Pipeline☆17Updated 3 weeks ago